Introduction

metis-rs is a pure-Rust multilevel k-way graph partitioner inspired by METIS. This package is a thin PyO3 wrapper around it — no C dependencies, no CMake, no local METIS build. pip install metis-rs gets you a working partitioner via prebuilt wheels.

All partitioning logic lives in the metis-rs Rust crate, pulled in here as a normal Cargo dependency. Nothing is reimplemented in Python — bumping the metis-rs version in Cargo.toml is the only thing needed to pick up upstream changes.

Installation

Installation from pip:

pip install metis-rs

Installation from source using uv (requires a Rust toolchain):

uv sync

Importing the python package after installing:

import metis_rs

Link to documentation

Tutorial

  • Quickstart — build a graph, partition it, visualize the result, weighted graphs, and a grid/mesh partitioning example.

Usage

import metis_rs

# A simple 4-vertex path graph: 0-1-2-3, stored in CSR format
xadj = [0, 1, 3, 5, 6]
adjncy = [1, 0, 2, 1, 3, 2]
g = metis_rs.Graph(4, xadj, adjncy)

edge_cut, part = metis_rs.partition(g, 2)
assert len(part) == 4
assert all(p < 2 for p in part)

Weighted graphs

import metis_rs

g = metis_rs.Graph(
    3,
    [0, 2, 4, 6],
    [1, 2, 0, 2, 0, 1],
    adjwgt=[5, 1, 5, 1, 1, 1],
    vwgt=[10, 1, 10],
)
edge_cut, part = metis_rs.partition(g, 2)

API

Graph(n, xadj, adjncy, adjwgt=None, vwgt=None)

CSR (Compressed Sparse Row) graph representation.

Argument Type Description
n int Number of vertices
xadj list[int] Row pointers (length n + 1)
adjncy list[int] Column indices (neighbor lists)
adjwgt list[int], optional Edge weights, aligned with adjncy (default: all 1)
vwgt list[int], optional Vertex weights, length n (default: all 1)

Graph also exposes .n and .edge_cut(part).

partition(graph, nparts) -> (edge_cut, part)

Partitions graph into nparts parts. part[u] is the 0-based part ID assigned to vertex u.

Development

uv sync --group test
uv run pytest

Rebuilding after editing the Rust source:

uv sync

Building the docs

uv sync --group docs
uv run sphinx-build -b html docs docs/build/html

Open docs/build/html/index.html, or see the published docs at https://pjuangph.github.io/metis-rs-py/.

License

MIT

Project links

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License

MIT

Requires

Python >=3.8

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